HMM based sensor fault detection in neuromuscular blockade control

• Type: Article in International Conference Proceedings Book
• Date: 2015

Authors

Lemos, JM (Author) Other; Magalhaes, H (Author) Other; Mendonca, T (Author) FCUP

Conference proceedings International

Title: 2007 European Control Conference, ECC 2007

Pages: 2547-2553

2007 9th European Control Conference, ECC 2007

2 July 2007 through 5 July 2007

Indexing

Scopus - 0 Citations

Other information

Authenticus ID: P-00A-C0M

Abstract (EN): The problem of embedding sensor fault tolerance in the control of neuromuscular blockade of patients subject to anesthesia for surgery is considered. A hidden Markov model whose state, assumed unavailable for direct observation, is estimated using a nonlinear filtering algorithm (special case of Baum's algorithm), is proposed for detecting the faults. The resulting algorithm is illustrated by simulations with realistic models of neuromuscular blockade. © 2007 EUCA.

Language: English

Type (Professor's evaluation): Scientific